Yueyuan Li

HR-Planner: A Hierarchical Highway Tactical Planner based on Residual Reinforcement Learning

Tactical planning is crucial for safe and efficient driving on the highway. However, the problem is complicated by the uncertain intention of surrounding vehicles, as well as observation noise caused by measurement noise and perception errors. Rule-based tactical planning methods are ineffective in…